Publications

2,882 major publications by members of the MERL staff.


  •  Wen, M., Beixiong, Z., Kim, K.J., Di Renzo, M., Tsiftsis, T.A., Chen, K.-C., Al-Dhahir, N., "A Survey on Spatial Modulation in Emerging Wireless Systems: Research Progresses and Applications", IEEE Journal on Selected Areas in Communications, DOI: 10.1109/JSAC.2019.2929453, Vol. 37, No. 9, pp. 1949-1972, September 2019.
    BibTeX Download PDFAbout TR2019-112
    • @article{Wen2019sep,
    • author = {Wen, Maiwen and Beixiong, Zhen and Kim, Kyeong Jin and Di Renzo, Marco and Tsiftsis, Theodoros A. and Chen, Kwang-Cheng and Al-Dhahir, Naofal},
    • title = {A Survey on Spatial Modulation in Emerging Wireless Systems: Research Progresses and Applications},
    • journal = {IEEE Journal on Selected Areas in Communications},
    • year = 2019,
    • volume = 37,
    • number = 9,
    • pages = {1949--1972},
    • month = sep,
    • doi = {10.1109/JSAC.2019.2929453},
    • url = {https://www.merl.com/publications/TR2019-112}
    • }
  •  Tripathy, A., Wang, Y., Ishwar, P., "Privacy-Preserving Adversarial Networks", Allerton Conference on Communication, Control, and Computing, DOI: 10.1109/ALLERTON.2019.8919758, ISBN: 978-1-7281-3151-1, September 2019.
    BibTeX Download PDFAbout TR2019-113
    • @inproceedings{Tripathy2019sep,
    • author = {Tripathy, Ardhendu and Wang, Ye and Ishwar, Prakash},
    • title = {Privacy-Preserving Adversarial Networks},
    • booktitle = {Allerton Conference on Communication, Control, and Computing},
    • year = 2019,
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/ALLERTON.2019.8919758},
    • isbn = {978-1-7281-3151-1},
    • url = {https://www.merl.com/publications/TR2019-113}
    • }
  •  Zhang, W., Jha, D., Laftchiev, E., Nikovski, D.N., "Multi-label Prediction in Time Series Data using Deep Neural Networks", International Journal for Prognostics and Health Management Special Issue on Applications of Deep Learning and Emerging Analytics, ISSN: 2153-2648, Vol. 10, pp. 0-12, September 2019.
    BibTeX Download PDFAbout TR2019-110
    • @article{Zhang2019sep2,
    • author = {Zhang, Wenyu and Jha, Devesh and Laftchiev, Emil and Nikovski, Daniel N.},
    • title = {Multi-label Prediction in Time Series Data using Deep Neural Networks},
    • journal = {International Journal for Prognostics and Health Management Special Issue on Applications of Deep Learning and Emerging Analytics},
    • year = 2019,
    • volume = 10,
    • pages = {0--12},
    • month = sep,
    • note = {Special Issue on Deep Learning and Emerging Analytics},
    • issn = {2153-2648},
    • url = {https://www.merl.com/publications/TR2019-110}
    • }
  •  Fehenberger, T., Millar, D.S., Koike-Akino, T., Kojima, K., Parsons, K., "Mapping Strategies for Short-Length Probabilistic Shaping", European Conference on Optical Communication (ECOC), September 2019.
    BibTeX Download PDFAbout TR2019-106
    • @inproceedings{Fehenberger2019sep,
    • author = {Fehenberger, Tobias and Millar, David S. and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran},
    • title = {Mapping Strategies for Short-Length Probabilistic Shaping},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2019,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2019-106}
    • }
  •  Koike-Akino, T., Wang, Y., Millar, D.S., Kojima, K., Parsons, K., "Neural Turbo Equalization to Mitigate Fiber Nonlinearity", European Conference on Optical Communication (ECOC), September 2019.
    BibTeX Download PDFAbout TR2019-088
    • @inproceedings{Koike-Akino2019sep,
    • author = {Koike-Akino, Toshiaki and Wang, Ye and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
    • title = {Neural Turbo Equalization to Mitigate Fiber Nonlinearity},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2019,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2019-088}
    • }
  •  Millar, D.S., Fehenberger, T., Yoshida, T., Suzuki, N., Koike-Akino, T., Kojima, K., Parsons, K., "Huffman Coded Sphere Shaping with Short Length Reduced Complexity", European Conference on Optical Communication (ECOC), September 2019.
    BibTeX Download PDFAbout TR2019-105
    • @inproceedings{Millar2019sep,
    • author = {Millar, David S. and Fehenberger, Tobias and Yoshida, Tsuyoshi and Suzuki, Naoki and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran},
    • title = {Huffman Coded Sphere Shaping with Short Length Reduced Complexity},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2019,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2019-105}
    • }
  •  Kao, J.-Y., Ortega, A., Tian, D., Mansour, H., Vetro, A., "Graph Based Skeleton Modeling for Human Activity Analysis", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP.2019.8803186, ISSN: 2381-8549, ISBN: 978-1-5386-6249-6, September 2019.
    BibTeX Download PDFAbout TR2019-037
    • @inproceedings{Kao2019sep,
    • author = {Kao, Jiun-Yu and Ortega, Antonio and Tian, Dong and Mansour, Hassan and Vetro, Anthony},
    • title = {Graph Based Skeleton Modeling for Human Activity Analysis},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2019,
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/ICIP.2019.8803186},
    • issn = {2381-8549},
    • isbn = {978-1-5386-6249-6},
    • url = {https://www.merl.com/publications/TR2019-037}
    • }
  •  Baskar, M.K., Watanabe, S., Astudillo, R., Hori, T., Burget, L., Cernocky, J.H., "Semi-supervised Sequence-to-sequence ASR using Unpaired Speech and Text", Interspeech, September 2019.
    BibTeX Download PDFAbout TR2019-100
    • @inproceedings{Baskar2019sep,
    • author = {Baskar, Murali Karthick and Watanabe, Shinji and Astudillo, Ramon and Hori, Takaaki and Burget, Lukas and Cernocky, Jan, Honza},
    • title = {Semi-supervised Sequence-to-sequence ASR using Unpaired Speech and Text},
    • booktitle = {Interspeech},
    • year = 2019,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2019-100}
    • }
  •  Hori, C., Cherian, A., Marks, T., Hori, T., "Joint Student-Teacher Learning for Audio-Visual Scene-Aware Dialog", Interspeech, September 2019, pp. 1886-1890.
    BibTeX Download PDFAbout TR2019-097
    • @inproceedings{Hori2019sep,
    • author = {Hori, Chiori and Cherian, Anoop and Marks, Tim and Hori, Takaaki},
    • title = {Joint Student-Teacher Learning for Audio-Visual Scene-Aware Dialog},
    • booktitle = {Interspeech},
    • year = 2019,
    • pages = {1886--1890},
    • month = sep,
    • publisher = {ISCA},
    • url = {https://www.merl.com/publications/TR2019-097}
    • }
  •  Karafiat, M., Baskar, M.K., Watanabe, S., Hori, T., Wiesner, M., Cernocky, J.H., "Analysis of Multilingual Sequence-to-Sequence Speech Recognition Systems", Interspeech, September 2019.
    BibTeX Download PDFAbout TR2019-103
    • @inproceedings{Karafiat2019sep,
    • author = {Karafiat, Martin and Baskar, Murali Karthick and Watanabe, Shinji and Hori, Takaaki and Wiesner, Matthew and Cernocky, Jan, Honza},
    • title = {Analysis of Multilingual Sequence-to-Sequence Speech Recognition Systems},
    • booktitle = {Interspeech},
    • year = 2019,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2019-103}
    • }
  •  Moritz, N., Hori, T., Le Roux, J., "Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition", Interspeech, DOI: 10.21437/Interspeech.2019-2837, September 2019, pp. 76-80.
    BibTeX Download PDFAbout TR2019-098
    • @inproceedings{Moritz2019sep,
    • author = {Moritz, Niko and Hori, Takaaki and Le Roux, Jonathan},
    • title = {Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition},
    • booktitle = {Interspeech},
    • year = 2019,
    • pages = {76--80},
    • month = sep,
    • doi = {10.21437/Interspeech.2019-2837},
    • url = {https://www.merl.com/publications/TR2019-098}
    • }
  •  Seki, H., Hori, T., Watanabe, S., Le Roux, J., Hershey, J., "End-to-End Multilingual Multi-Speaker Speech Recognition", Interspeech, DOI: 10.21437/Interspeech.2019-3038, September 2019, pp. 3755-3759.
    BibTeX Download PDFAbout TR2019-101
    • @inproceedings{Seki2019sep,
    • author = {Seki, Hiroshi and Hori, Takaaki and Watanabe, Shinji and Le Roux, Jonathan and Hershey, John},
    • title = {End-to-End Multilingual Multi-Speaker Speech Recognition},
    • booktitle = {Interspeech},
    • year = 2019,
    • pages = {3755--3759},
    • month = sep,
    • doi = {10.21437/Interspeech.2019-3038},
    • url = {https://www.merl.com/publications/TR2019-101}
    • }
  •  Seki, H., Hori, T., Watanabe, S., Moritz, N., Le Roux, J., "Vectorized Beam Search for CTC-Attention-based Speech Recognition", Interspeech, DOI: 10.21437/Interspeech.2019-2860, September 2019, pp. 3825-3829.
    BibTeX Download PDFAbout TR2019-102
    • @inproceedings{Seki2019sep2,
    • author = {Seki, Hiroshi and Hori, Takaaki and Watanabe, Shinji and Moritz, Niko and Le Roux, Jonathan},
    • title = {Vectorized Beam Search for CTC-Attention-based Speech Recognition},
    • booktitle = {Interspeech},
    • year = 2019,
    • pages = {3825--3829},
    • month = sep,
    • doi = {10.21437/Interspeech.2019-2860},
    • url = {https://www.merl.com/publications/TR2019-102}
    • }
  •  Wichern, G., McQuinn, E., Antognini, J., Flynn, M., Zhu, R., Crow, D., Manilow, E., Le Roux, J., "WHAM!: Extending Speech Separation to Noisy Environments", Interspeech, DOI: 10.21437/Interspeech.2019-2821, September 2019, pp. 1368-1372.
    BibTeX Download PDFAbout TR2019-099
    • @inproceedings{Wichern2019sep,
    • author = {Wichern, Gordon and McQuinn, Emmett and Antognini, Joe and Flynn, Michael and Zhu, Richard and Crow, Dwight and Manilow, Ethan and Le Roux, Jonathan},
    • title = {WHAM!: Extending Speech Separation to Noisy Environments},
    • booktitle = {Interspeech},
    • year = 2019,
    • pages = {1368--1372},
    • month = sep,
    • doi = {10.21437/Interspeech.2019-2821},
    • url = {https://www.merl.com/publications/TR2019-099}
    • }
  •  Zhang, Z., Lin, Z., Pfister, H., "White-Box Adversarial Defense via Self-Supervised Data Estimation", arXiv, September 2019.
    BibTeX Download PDFAbout TR2019-104
    • @article{Zhang2019sep,
    • author = {Zhang, Ziming and Lin, Zudi and Pfister, Hanspeter},
    • title = {White-Box Adversarial Defense via Self-Supervised Data Estimation},
    • journal = {arXiv},
    • year = 2019,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2019-104}
    • }
  •  Jones, M.J., Rambhatla, S., "Body Part Alignment and Temporal Attention for Video-Based Person Re-Identification", British Machine Vision Conference (BMVC), September 2019.
    BibTeX Download PDFAbout TR2019-108
    • @inproceedings{Jones2019sep,
    • author = {Jones, Michael J. and Rambhatla, Sai},
    • title = {Body Part Alignment and Temporal Attention for Video-Based Person Re-Identification},
    • booktitle = {British Machine Vision Conference (BMVC)},
    • year = 2019,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2019-108}
    • }
  •  Poveda, J., Vamvoudakis, K., Benosman, M., "DEES: A Class of Data-Enabled Robust Feedback Algorithms for Real-Time Optimization", IFAC Nonlinear Control Systems (NOLCOS), September 2019.
    BibTeX Download PDFAbout TR2019-095
    • @inproceedings{Poveda2019sep,
    • author = {Poveda, Jorge and Vamvoudakis, Kyriakos and Benosman, Mouhacine},
    • title = {DEES: A Class of Data-Enabled Robust Feedback Algorithms for Real-Time Optimization},
    • booktitle = {IFAC Nonlinear Control Systems (NOLCOS)},
    • year = 2019,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2019-095}
    • }
  •  Laughman, C.R., Mackey, C., Bortoff, S.A., Qiao, H., "Modeling and Control of Radiant, Convective, and Ventilation Systems for Multizone Residences", Building Simulation, September 2019.
    BibTeX Download PDFAbout TR2019-093
    • @article{Laughman2019sep,
    • author = {Laughman, Christopher R. and Mackey, Chris and Bortoff, Scott A. and Qiao, Hongtao},
    • title = {Modeling and Control of Radiant, Convective, and Ventilation Systems for Multizone Residences},
    • journal = {Building Simulation},
    • year = 2019,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2019-093}
    • }
  •  Yalta, N., Watanabe, S., Hori, T., Nakadai, K., Ogata, T., "CNN-based Multichannel End-to-End Speech Recognition for Everyday Home Environments", European Signal Processing Conference (EUSIPCO), September 2019.
    BibTeX Download PDFAbout TR2019-094
    • @inproceedings{Yalta2019sep,
    • author = {Yalta, Nelson and Watanabe, Shinji and Hori, Takaaki and Nakadai, Kazuhiro and Ogata, Tetsuya},
    • title = {CNN-based Multichannel End-to-End Speech Recognition for Everyday Home Environments},
    • booktitle = {European Signal Processing Conference (EUSIPCO)},
    • year = 2019,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2019-094}
    • }
  •  Matsumine, T., Koike-Akino, T., Millar, D.S., Kojima, K., Parsons, K., "Short Lattice-Based Shaping Approach Exploiting Non-Binary Coded Modulation", European Conference on Optical Communication (ECOC), September 2019.
    BibTeX Download PDFAbout TR2019-092
    • @inproceedings{Matsumine2019sep,
    • author = {Matsumine, Toshiki and Koike-Akino, Toshiaki and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
    • title = {Short Lattice-Based Shaping Approach Exploiting Non-Binary Coded Modulation},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2019,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2019-092}
    • }
  •  Bose, A., Kadu, A., Mansour, H., Wang, P., Boufounos, P.T., Orlik, P.V., Soltanalian, M., "THz Multi-Layer Imaging via Nonlinear Inverse Scattering", International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), DOI: 10.1109/IRMMW-THz.2019.8874118, ISSN: 2162-2027, September 2019, pp. 1-2.
    BibTeX Download PDFAbout TR2019-091
    • @inproceedings{Bose2019sep,
    • author = {Bose, Arindam and Kadu, Ajinkya and Mansour, Hassan and Wang, Pu and Boufounos, Petros T. and Orlik, Philip V. and Soltanalian, Mojtaba},
    • title = {THz Multi-Layer Imaging via Nonlinear Inverse Scattering},
    • booktitle = {International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)},
    • year = 2019,
    • pages = {1--2},
    • month = sep,
    • doi = {10.1109/IRMMW-THz.2019.8874118},
    • issn = {2162-2027},
    • url = {https://www.merl.com/publications/TR2019-091}
    • }
  •  Wang, P., Koike-Akino, T., Bose, A., Ma, R., Orlik, P.V., Tsujita, W., Sadamoto, K., Tsutada, H., Soltanalian, M., "Learning-Based Shadow Mitigation for Terahertz Multi-Layer Imaging", International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), DOI: 10.1109/IRMMW-THz.2019.8874429, ISSN: 2162-2035, ISBN: 978-1-5386-8285-2, September 2019.
    BibTeX Download PDFAbout TR2019-090
    • @inproceedings{Wang2019sep,
    • author = {Wang, Pu and Koike-Akino, Toshiaki and Bose, Arindam and Ma, Rui and Orlik, Philip V. and Tsujita, Wataru and Sadamoto, Kota and Tsutada, Hiroyuki and Soltanalian, Mojtaba},
    • title = {Learning-Based Shadow Mitigation for Terahertz Multi-Layer Imaging},
    • booktitle = {International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)},
    • year = 2019,
    • month = sep,
    • doi = {10.1109/IRMMW-THz.2019.8874429},
    • issn = {2162-2035},
    • isbn = {978-1-5386-8285-2},
    • url = {https://www.merl.com/publications/TR2019-090}
    • }
  •  Yamashita, G., Tsujita, W., Tsutada, H., Ma, R., Wang, P., Orlik, P.V., Suzuki, S., Dobroiu, A., Asada, M., "Terahertz Polarimetric Sensing for Linear Encoder Based on a Resonant-Tunneling-Diode and CFRP polarizing plates", International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), DOI: 10.1109/IRMMW-THz.2019.8873859, ISSN: 2162-2027, September 2019, pp. 1-2.
    BibTeX Download PDFAbout TR2019-089
    • @inproceedings{Yamashita2019sep,
    • author = {Yamashita, Genki and Tsujita, Wataru and Tsutada, Hiroyuki and Ma, Rui and Wang, Pu and Orlik, Philip V. and Suzuki, Safumi and Dobroiu, Adrian and Asada, M.},
    • title = {Terahertz Polarimetric Sensing for Linear Encoder Based on a Resonant-Tunneling-Diode and CFRP polarizing plates},
    • booktitle = {International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)},
    • year = 2019,
    • pages = {1--2},
    • month = sep,
    • doi = {10.1109/IRMMW-THz.2019.8873859},
    • issn = {2162-2027},
    • url = {https://www.merl.com/publications/TR2019-089}
    • }
  •  Berntorp, K., Danielson, C., Weiss, A., Di Cairano, S., Erliksson, K., Bai, R., "Positive Invariant Sets for Safe Integrated Vehicle Motion Planning and Control", Transactions on intelligent vehicles, DOI: 10.1109/TIV.2019.2955371, Vol. 5, No. 1, pp. 112-126, August 2019.
    BibTeX Download PDFAbout TR2019-086
    • @article{Berntorp2019aug,
    • author = {Berntorp, Karl and Danielson, Claus and Weiss, Avishai and Di Cairano, Stefano and Erliksson, Karl and Bai, Richard},
    • title = {Positive Invariant Sets for Safe Integrated Vehicle Motion Planning and Control},
    • journal = {Transactions on intelligent vehicles},
    • year = 2019,
    • volume = 5,
    • number = 1,
    • pages = {112--126},
    • month = aug,
    • doi = {10.1109/TIV.2019.2955371},
    • url = {https://www.merl.com/publications/TR2019-086}
    • }
  •  Zhang, S., Zhang, S., Wang, B., Habetler, T., "Deep Learning Algorithms for Bearing Fault Diagnostics – A Review", Symposium on Diagnostics for Electric Machines, Power Electronic and Drives (SDEMPED), DOI: 10.1109/DEMPED.2019.8864915, August 2019, pp. 257-263.
    BibTeX Download PDFAbout TR2019-084
    • @inproceedings{Zhang2019aug,
    • author = {Zhang, Shen and Zhang, Shibo and Wang, Bingnan and Habetler, Thomas},
    • title = {Deep Learning Algorithms for Bearing Fault Diagnostics – A Review},
    • booktitle = {2019 IEEE 12th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED)},
    • year = 2019,
    • pages = {257--263},
    • month = aug,
    • doi = {10.1109/DEMPED.2019.8864915},
    • url = {https://www.merl.com/publications/TR2019-084}
    • }